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Classification Report, AUC Score, F1 Score, and Losses |
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Train Losses: [0.20890531058768613, 0.15252333594386344] |
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Validation Losses: [0.1771729415499725, 0.17168622303959782] |
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F1 Score: [0.6797109149921196] |
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AUC Score: [0.7942126157213086] |
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Classification Report: |
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_Borderline: |
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Precision: 0.6682600382409177 |
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Recall: 0.5923728813559322 |
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F1-score: 0.628032345013477 |
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_Anxiety: |
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Precision: 0.6620808254514188 |
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Recall: 0.6497890295358649 |
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F1-score: 0.65587734241908 |
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_Depression: |
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Precision: 0.7261363636363637 |
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Recall: 0.5424448217317487 |
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F1-score: 0.6209912536443148 |
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_Bipolar: |
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Precision: 0.8055555555555556 |
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Recall: 0.5233798195242002 |
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F1-score: 0.6345101939333666 |
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_OCD: |
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Precision: 0.8200431034482759 |
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Recall: 0.6532188841201717 |
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F1-score: 0.7271858576206404 |
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_ADHD: |
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Precision: 0.8740068104426788 |
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Recall: 0.660377358490566 |
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F1-score: 0.7523204689789936 |
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_Schizophrenia: |
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Precision: 0.8017524644030668 |
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Recall: 0.6472148541114059 |
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F1-score: 0.716242661448141 |
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_Asperger: |
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Precision: 0.7368421052631579 |
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Recall: 0.6570397111913358 |
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F1-score: 0.6946564885496183 |
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_PTSD: |
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Precision: 0.8612244897959184 |
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Recall: 0.581267217630854 |
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F1-score: 0.6940789473684211 |
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